Ronan Hamon

19 papers A 1Misc 3Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
DNS-GT: A Graph-based Transformer Approach to Learn Embeddings of Domain Names from DNS Queries.
CoRR
Massimiliano Altieri, Ronan Hamon, Roberto Corizzo, Michelangelo Ceci, Ignacio Sánchez
2024 J jnl
Testing autonomous vehicles and AI: perspectives and challenges from cybersecurity, transparency, robustness and fairness.
CoRR
David Fernández Llorca, Ronan Hamon, Henrik Junklewitz, Kathrin Grosse, Lars Kunze, Patrick Seiniger, Robert Swaim, Nick Reed, Alexandre Alahi, Emilia Gómez, Ignacio Sánchez, Ákos Kriston
2024 J jnl
Three Challenges to Secure AI Systems in the Context of AI Regulations.
IEEE Access
Ronan Hamon, Henrik Junklewitz, Josep Soler Garrido, Ignacio Sánchez
2023 A conf
Exploring the Feasibility of Physical Adversarial Attacks: A Cybersecurity Study.
ECAI
Ronan Hamon, Henrik Junklewitz
2023 J jnl
Liability Regimes in the Age of AI: a Use-Case Driven Analysis of the Burden of Proof.
J. Artif. Intell. Res.
David Fernández Llorca, Vicky Charisi, Ronan Hamon, Ignacio Sánchez, Emilia Gómez
2023 — conf
The role of explainable AI in the context of the AI Act.
FAccT
Cecilia Panigutti, Ronan Hamon, Isabelle Hupont, David Fernández Llorca, Delia Fano Yela, Henrik Junklewitz, Salvatore Scalzo, Gabriele Mazzini, Ignacio Sánchez, Josep Soler Garrido, Emilia Gómez
2022 J jnl
Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making.
IEEE Comput. Intell. Mag.
Ronan Hamon, Henrik Junklewitz, Ignacio Sánchez, Gianclaudio Malgieri, Paul de Hert
2022 J jnl
Liability regimes in the age of AI: a use-case driven analysis of the burden of proof.
CoRR
David Fernández Llorca, Vicky Charisi, Ronan Hamon, Ignacio Sánchez, Emilia Gómez
2021 — conf
Impossible Explanations?: Beyond explainable AI in the GDPR from a COVID-19 use case scenario.
FAccT
Ronan Hamon, Henrik Junklewitz, Gianclaudio Malgieri, Paul de Hert, Laurent Beslay, Ignacio Sánchez
2018 Misc conf
Being Low-Rank in the Time-Frequency Plane.
ICASSP
Valentin Emiya, Ronan Hamon, Caroline Chaux
2017 Misc conf
Assessment of musical noise using localization of isolated peaks in time-frequency domain.
ICASSP
Ronan Hamon, Valentin Emiya, Lucas Rencker, Wenwu Wang, Mark D. Plumbley
2016 — conf
Convex nonnegative matrix factorization with missing data.
MLSP
Ronan Hamon, Valentin Emiya, Cédric Févotte
2016 J jnl
Extraction of Temporal Network Structures From Graph-Based Signals.
IEEE Trans. Signal Inf. Process. over Networks
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
2016 J jnl
Relabelling vertices according to the network structure by minimizing the cyclic bandwidth sum.
J. Complex Networks
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
2015 J jnl
Duality between Temporal Networks and Signals: Extraction of the Temporal Network Structures.
CoRR
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
2015 J jnl
From graphs to signals and back: Identification of network structures using spectral analysis.
CoRR
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
2014 J jnl
Heuristic for solving cyclic bandwidth sum problem by following the structure of the graph.
CoRR
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
2014 Misc conf
Nonnegative matrix factorization to find features in temporal networks.
ICASSP
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet
2013 — conf
Networks as signals, with an application to a bike sharing system.
GlobalSIP
Ronan Hamon, Pierre Borgnat, Patrick Flandrin, Céline Robardet